预测建模课程可以帮助您学习统计技术、数据预处理、Regression 分析和时间序列预测。您可以掌握评估模型性能、特征选择和解释结果的技能,从而做出明智的预测。许多课程都会介绍 R、Python 等工具以及 scikit-learn 和 TensorFlow 等专项库,这些工具支持在各行各业实施预测模型和有效应用 AI 技术。

您将获得的技能: Classification And Regression Tree (CART), Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Customer Analysis, Statistical Modeling, Financial Forecasting, Supervised Learning, Data Cleansing, Data Manipulation, Machine Learning Methods, Performance Tuning
混合 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Scikit Learn (Machine Learning Library), Data Science, Data Processing, Unstructured Data, Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Forecasting, Trend Analysis, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Methods, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, System Monitoring, Google Cloud Platform, Data Ethics, Responsible AI, Machine Learning
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据操作, 数据清理, 统计方法, Scikit-learn (机器学习库), 回归分析, 数据科学, 机器学习算法, 监督学习, 预测分析, 功能工程, 设计思维, 张力流, 应用机器学习, 分类与回归树 (CART), 深度学习, 预测建模
中级 · 课程 · 1-3 个月
Stanford University
您将获得的技能: 统计建模, 概率与统计, 贝叶斯网络, 统计方法, 机器学习算法, 测试数据, 马尔可夫模型, 机器学习, 应用机器学习, Algorithm, 非结构化数据
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计建模, 统计方法, 数据分析, 线性代数, 回归分析, R 语言程序设计(中文版), 预测建模, 概率分布, 分类与回归树 (CART), 微积分, 数据伦理, 统计推理, 机器学习
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中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Data Analysis, Data Processing, Data Cleansing, Classification And Regression Tree (CART), Statistical Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Machine Learning Algorithms
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混合 · 课程 · 3-6 个月

Simplilearn
您将获得的技能: Generative Model Architectures, Generative AI, OpenAI, ChatGPT, Prompt Engineering, Large Language Modeling, Real Time Data, Deep Learning, Scalability, Responsible AI, Natural Language Processing
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Random Forest Algorithm, Scikit Learn (Machine Learning Library), Data Analysis, Regression Analysis, Machine Learning, Python Programming
初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 统计建模, 数据操作, 回归分析, 监督学习, 统计方法, Python 程序设计, 机器学习, Algorithm, 功能工程, 预测分析, 应用机器学习, 预测建模, 性能测试
混合 · 课程 · 1-3 个月